Back to Search
Start Over
Automation-driven innovation management? Toward Innovation-Automation-Strategy cycle.
- Source :
- Technological Forecasting & Social Change; Jul2021, Vol. 168, pN.PAG-N.PAG, 1p
- Publication Year :
- 2021
-
Abstract
- • innovations can be at least partially automated as a social process thanks to the growing omnipresence of machine learning and the AI,. • automation is a condition of strategic innovation: emergent technologies first infiltrate organizational structures, practices, and capabilities, change business processes, and then they launch strategic innovation mechanisms,. • automation is no less important in the process of innovation diffusion than deliberate 'managing' of innovations on the micro-level organizational practice. There is a resurging interest in automation because of rapid progress of machine learning and AI. In our perspective, innovation is not an exemption from their expansion. This situation gives us an opportunity to reflect on a direction of future innovation studies. In this conceptual paper, we propose a framework of innovation process by exploiting the concept of unit process. Deploying it in the context of automation, we indicate the important aspects of innovation process, i.e. human, organizational, and social factors. We also highlight the cognitive and interactive underpinnings at micro- and macro-levels of the process. We propose to embrace all those factors in what we call Innovation-Automation-Strategy cycle (IAS). Implications of IAS for future research are also put forward. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 00401625
- Volume :
- 168
- Database :
- Supplemental Index
- Journal :
- Technological Forecasting & Social Change
- Publication Type :
- Academic Journal
- Accession number :
- 150185920
- Full Text :
- https://doi.org/10.1016/j.techfore.2021.120723